Pregled bibliografske jedinice broj: 208994
Discrete wavelet and neural network based image processing for quality control
Discrete wavelet and neural network based image processing for quality control // Proceedings of XXII. Internationale Konferentz “ ; ; Science in Practice” ; ; / Mohringer, Peter (ur.).
Schweinfurt: Fachhochschule Wurzburg-Schweinfurt, University of Applied Science, 2005. str. 101-107 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 208994 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Discrete wavelet and neural network based image processing for quality control
Autori
Rimac-Drlje, Snježana ; Keller, Alen ; Zapletal, Stjepan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of XXII. Internationale Konferentz “ ; ; Science in Practice” ; ;
/ Mohringer, Peter - Schweinfurt : Fachhochschule Wurzburg-Schweinfurt, University of Applied Science, 2005, 101-107
Skup
XXII. Internationale Konferenz "Science in Practice" Schweinfurt 2005
Mjesto i datum
Schweinfurt, Njemačka, 18.05.2005. - 20.05.2005
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Surface failure detection; neural networks; wavelets; self-learning system
Sažetak
In this article we present a self-learning system for automatic detection of surface failures on ceramic tiles. This system is based on the probabilistic neural network with radial basis. The discrete wavelet transform (DWT) is used as a preprocessing method with good feature extraction possibilities. With an automatic procedure for the production of input vectors for the neural networks training the presented system can adapt itself to different textures. Experimental results of the defect detection for different types of tiles show a high accuracy and applicability of the proposed procedure.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo
POVEZANOST RADA
Projekti:
0165103 - Sustavi upravljanja i dijagnosticiranja sa smanjenom osjetljivošću na kvarove (Hocenski, Željko, MZOS ) ( CroRIS)
0165112 - Digitalna radiodifuzija u frekvencijskim opsezima ispod 30 MHz (Švedek, Tomislav, MZOS ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek
Profili:
Snježana Rimac-Drlje
(autor)